parallel-deep-research
ONLY use when user explicitly says 'deep research', 'exhaustive', 'comprehensive report', or 'thorough investigation'. Slower and more expen
Open source Repository Open in the app JSON README (API)
About
ONLY use when user explicitly says 'deep research', 'exhaustive', 'comprehensive report', or 'thorough investigation'. Slower and more expensive than parallel-web-search. For normal research/lookup requests, use parallel-web-search instead. Supports multi-turn: pass --previous-interaction-id from a prior research or enrichment to continue with context.
Details
- Kind
- Agent skills
- Topic
- No topic detected
- Publisher
- parallel-web
- Origin
- skillssh
- Category
- ferramentas
- Stars
- 73
- Forks
- 7
- Open pull requests
- 2
- Last push
- 2026-08-14T18:21:32Z
- Repository state
- ativo
- Language
- Python
- License
- MIT
- Added
- 2026-08-30 15:21:15
- Updated
- 2026-09-10 14:03:55
- Origin id
parallel-web/parallel-agent-skills/parallel-deep-research
README
# Parallel Agent Skills [Agent Skills](https://agentskills.io/specification) for [Parallel](https://parallel.ai) — web search, content extraction, deep research, and data enrichment for AI coding agents. ## Prerequisites Most execution skills require `parallel-cli` (installed, authenticated, and funded). The [`parallel-cli-setup`](skills/parallel-cli-setup/SKILL.md) skill walks an agent through install, auth, balance, and skills install end-to-end — install the plugin/skills below, then run `/parallel:parallel-cli-setup` from your agent. `migrate-to-parallel` updates an application's own web-data integration. It uses the appropriate Parallel API or SDK and needs `PARALLEL_API_KEY` only for an explicitly authorized live smoke test. ## Installation ### Agent Skills Use `parallel-cli` to install skills into Cursor, Cline, GitHub Copilot, and other compatible agents. ```bash # Install all Parallel skills parallel-cli skills install ``` ### Claude Code Available as a [Claude Code Plugin Marketplace](https://code.claude.com/docs/en/discover-plugins). ```bash /plugin marketplace add parallel-web/parallel-agent-skills /plugin install parallel # restart Claude Code before continuing! # this will install/update CLI and authenticate if not done already /parallel:parallel-cli-setup ``` ### OpenAI Codex Install skills using the built-in skill installer (run inside Codex): ```text $skill-installer parallel-web/parallel-agent-skills ``` Then run the setup skill to install/auth the CLI: ```text /parallel:parallel-cli-setup ``` ## CDN and discovery A human + machine-readable catalog is published at [skills.parallel.ai](https://skills.parallel.ai). Useful endpoints: - [skills.parallel.ai](https://skills.parallel.ai) — human-friendly catalog and install instructions - [skills.parallel.ai/index.json](https://skills.parallel.ai/index.json) — machine-readable skill index - `https://skills.parallel.ai/<skill>/SKILL.md` — live raw skill file - `https://skills.parallel.ai/<skill>/manifest.json` — file manifest + checksums - `https://skills.parallel.ai/<skill>/versions.json` — release history for that skill - `https://skills.parallel.ai/archives/<skill>/<version>.zip` — immutable GitHub Release archive via CDN redirect ## Skills Skills follow the [Agent Skills](https://agentskills.io/specification) specification and double as Claude Code slash commands. | Skill | Description | | ---------------------------- | --------------------------------------------------------- | | **parallel-web-search** | Web search (default for most research queries) | | **parallel-web-extract** | Extract content from URLs, articles, PDFs | | **parallel-deep-research** | Comprehensive research and analysis | | **parallel-data-enrichment** | Enrich lists of companies, people, products | | **parallel-findall** | Discover entities matching a natural-language description | | **parallel-monitor** | Continuously track the web for changes (with webhooks) | | **parallel-memory** | Recall and manage saved Parallel runs | | **migrate-to-parallel** | Migrate Exa, Tavily, Perplexity, or Firecrawl integrations to Parallel | | **parallel-cli-setup** | Install/update CLI, authenticate, and handle balance | | **status** | Check running research task status | | **result** | Get completed research task result | ## Examples ```text /parallel:parallel-web-search latest React 19 features /parallel:parallel-web-extract https://docs.parallel.ai /parallel:parallel-deep-research competitive landscape of AI code assistants /parallel:parallel-data-enrichment Apple, Microsoft, Google - get CEO names /parallel:parallel-findall AI startups that raised Series A in 2026 /parallel:parallel-monitor track price changes for the iPhone 16 Pro /parallel:parallel-memory retrieve past research about AI code assistants /parallel:migrate-to-parallel migrate this app from Tavily to Parallel /parallel:migrate-to-parallel migrate this app from Perplexity to Parallel /parallel:migrate-to-parallel migrate this app from Firecrawl to Parallel /parallel:parallel-cli-setup ``` ## Contributing See [MAINTAINERS.md](MAINTAINERS.md) for maintainer workflows, release process, and dev setup. ## Resources - [Documentation](https://docs.parallel.ai/home) - [API Platform](https://platform.parallel.ai) - [parallel-cli](https://github.com/parallel-web/parallel-web-tools) - [Pricing](https://parallel.ai/pricing) ## Local Development **Claude Code:** ```bash git clone https://github.com/parallel-web/parallel-agent-skills.git claude --plugin-dir /path/to/parallel-agent-skills /parallel:parallel-cli-setup ``` **Codex:** ```bash git clone https://github.com/parallel-web/parallel-agent-skills.git cd parallel-agent-skills codex # Skills are auto-discovered via .agents/skills/ ``` ## License MIT